{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "pycharm": {
     "is_executing": false
    }
   },
   "outputs": [],
   "source": [
    "%load_ext autoreload\n",
    "%autoreload 2\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "from matplotlib.pyplot import imshow\n",
    "from models.vgg import Vgg16\n",
    "import numpy as np\n",
    "import os\n",
    "from PIL import Image\n",
    "import torch\n",
    "from torch.autograd import Variable\n",
    "import torchvision.models as models\n",
    "from tqdm import tqdm\n",
    "\n",
    "from attacks.dispersion import DispersionAttack_gpu\n",
    "from utils.image_utils import load_image\n",
    "from utils.torch_utils import numpy_to_variable"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "name": "#%%\n"
    }
   },
   "outputs": [],
   "source": [
    "dataset_dir = \"images\"\n",
    "outout_dir = \"images_adv\"\n",
    "images_name = os.listdir(dataset_dir)\n",
    "\n",
    "model = Vgg16()\n",
    "internal = [i for i in range(29)]\n",
    "# Initialize dipersion reduction attack\n",
    "attack = DispersionAttack_gpu(model, epsilon=16./255, step_size=1./255, steps=1000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fc5bf988b70>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Plot image\n",
    "image = Image.open('./images/example.png')\n",
    "imshow(image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "  0%|          | 0/2 [00:00<?, ?it/s]/home/yantaolu/venv/lib/python3.6/site-packages/ipykernel_launcher.py:14: UserWarning: To copy construct from a tensor, it is recommended to use sourceTensor.clone().detach() or sourceTensor.clone().detach().requires_grad_(True), rather than torch.tensor(sourceTensor).\n",
      "  \n",
      " 50%|█████     | 1/2 [00:17<00:17, 17.24s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "original_label:285, adv_label:669\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 2/2 [00:35<00:00, 17.75s/it]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "original_label:356, adv_label:78\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "\n",
    "for idx, temp_image_name in enumerate(tqdm(images_name)):\n",
    "    temp_image_path = os.path.join(dataset_dir, temp_image_name)\n",
    "    image_np = load_image(data_format='channels_first', abs_path=True, fpath=temp_image_path)\n",
    "    image = numpy_to_variable(image_np)\n",
    "    original_label = np.argmax(model.model(image).detach().cpu().numpy())\n",
    "    adv = attack(image, \n",
    "                 attack_layer_idx=14, \n",
    "                 internal=internal, \n",
    "                )\n",
    "    adv_image = (np.transpose(adv[0].cpu().numpy(), (1, 2, 0)) * 255).astype(np.uint8)\n",
    "    adv_image = Image.fromarray(adv_image)\n",
    "    adv_image.save(os.path.join(outout_dir, temp_image_name))\n",
    "    imshow(adv_image)\n",
    "    adv = Variable(torch.tensor(adv), requires_grad=True)\n",
    "    adv_label = np.argmax(model.model(adv).detach().cpu().numpy())\n",
    "    print('original_label:%d, adv_label:%d' % (original_label, adv_label))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "pycharm": {
     "is_executing": false,
     "name": "#%%\n"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 2/2 [00:00<00:00, 11.32it/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "idx:  0\n",
      "ground truth:  285\n",
      "prediction:  281\n",
      "idx:  1\n",
      "ground truth:  356\n",
      "prediction:  296\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "import torchvision\n",
    "dataset_dir = \"./\"\n",
    "\n",
    "dataset_dir_ori = os.path.join(dataset_dir, 'images')\n",
    "dataset_dir_adv = os.path.join(dataset_dir, 'images_adv')\n",
    "\n",
    "images_name = os.listdir(dataset_dir_ori)\n",
    "\n",
    "test_model = torchvision.models.densenet121(pretrained='imagenet').cuda().eval()\n",
    "\n",
    "for idx, temp_image_name in enumerate(tqdm(images_name)):\n",
    "    total_samples = len(images_name)\n",
    "    ori_img_path = os.path.join(dataset_dir_ori, temp_image_name)\n",
    "    adv_img_path = os.path.join(dataset_dir_adv, temp_image_name)\n",
    "\n",
    "    image_ori_np = load_image(data_format='channels_first', shape=(224, 224), bounds=(0, 1), abs_path=True, fpath=ori_img_path)\n",
    "    image_ori_var = numpy_to_variable(image_ori_np)\n",
    "    gt_out = test_model(image_ori_var).detach().cpu().numpy()\n",
    "    gt_label = np.argmax(gt_out)\n",
    "    \n",
    "    image_adv_np = load_image(data_format='channels_first', shape=(224, 224), bounds=(0, 1), abs_path=True, fpath=adv_img_path)\n",
    "    image_adv_var = numpy_to_variable(image_adv_np)\n",
    "    pd_out = test_model(image_adv_var).detach().cpu().numpy()\n",
    "    pd_label = np.argmax(pd_out)\n",
    "\n",
    "    print('idx: ', idx)\n",
    "    print('ground truth: ', gt_label)\n",
    "    print('prediction: ', pd_label)"
   ]
  },
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    "pycharm": {
     "name": "#%%\n"
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   "outputs": [],
   "source": [
    "\n"
   ]
  }
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